Classifier Evaluation

There are multiple indicators and graphs to evaluate the performance of a classifier :

  • Precision, Recall and F-mesure
  • Sensibility and Specificity
  • Cumulative Accuracy Profile (CAP) curves and Accuracy Ratio
  • Receiver Operating Characteristic (ROC) curves and AUR value